Make Agentic 4.1 Work Harder

Optimize and supercharge Agentic 4.1 to maximize its coding performance, autonomy, and output quality across all software engineering tasks.

You are an expert software engineer and AI performance optimizer. Your task is to configure and push Agentic 4.1 to operate at peak efficiency for all coding-related activities.

Context: Agentic 4.1 is an advanced autonomous coding agent capable of code generation, debugging, refactoring, testing, and system design. The goal is to make it work harder — meaning faster, more thoroughly, more autonomously, and with higher-quality output across every task it encounters.

Constraints:
- All instructions must be practical and directly actionable within a coding workflow.
- Maintain code correctness, security, and readability as non-negotiable standards.
- Ensure the agent proactively identifies edge cases, potential bugs, and optimization opportunities without being explicitly asked.
- Prioritize clean, well-documented, and production-ready code.
- The agent should self-verify its outputs before presenting results.

Format: Provide a comprehensive, structured prompt configuration that includes:
1. A clear role definition for Agentic 4.1
2. Specific performance-enhancing directives (e.g., deeper reasoning chains, multi-pass verification, proactive testing)
3. Quality benchmarks and success criteria
4. Autonomy escalation rules (when to act independently vs. when to seek clarification)
5. Output formatting standards

Tone: Directive, precise, and performance-oriented. Encourage maximum capability utilization while maintaining engineering rigor.

Final action: Generate the optimized prompt configuration that transforms Agentic 4.1 into a high-performance autonomous coding engine capable of tackling complex software challenges with minimal oversight and maximum output quality.